CISO Tribune

Vendor comparison · 2 companies

Credo AI vs Trail of Bits

Credo AI sells a platform that helps enterprises discover their AI, enforce policy and manage AI risk across every agent, application, model and AI vendor. Trail of Bits sells security reviews and engineering services across application security, cryptography, blockchain, AI/ML, low-level systems, and software supply chain. CISO Tribune files both under AI model and agent security. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Credo AI
  • Trail of Bits
Credo AI vs Trail of Bits: Products, Customers and Funding Compared
Credo AICredo AI sells a platform that helps enterprises discover their AI, enforce policy and manage AI risk across every agent, application, model and AI vendor.credo.aiTrail of BitsTrail of Bits sells security reviews and engineering services across application security, cryptography, blockchain, AI/ML, low-level systems, and software supply chain.trailofbits.com
What it sells
  • AI Governance Platform[1][4][12]Helps enterprises discover their AI, enforce policy and manage AI risk across agents, applications, models and AI vendors.
  • AI Registry[4][11][13][14]A centralized source of truth for tracking AI and ML products across the enterprise.
  • Policy Packs[1][4][8][15]Standardize governance requirements for AI with pre-built packs for regulations and standards.
  • Model Trust Scores[16]A framework that helps enterprises assess which foundation models meet their requirements.
  • Application Security[1][2][3]Code, cloud, and architecture review that finds the root cause and the fix for the whole bug class.
  • Blockchain[1][2][3]Review of every layer of a blockchain system, from smart contracts to nodes and bridges.
  • Cryptography[1][2][3]PhD-level cryptographers build and break real protocols.
Categories
Headquarters
San Francisco, United States[3]Not stated on its pages
Founded
2020[2]Not stated on its pages
Ownership and funding
Privately held[4][7]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • April 28, 2026Credo AI announced that it has joined a partner program.[6]
  • February 20, 2026G42 and Credo AI announced a memorandum of understanding to advance Responsible AI across the Global South.[5]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: listed, seen November 4, 2026[7]
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
From its own pages, Credo AI sells mainly to enterprises deploying agents, models and applications that need to govern them. Credo AI offers procurement teams a standardized way to collect and evaluate AI risk-specific evidence from AI vendors. A customer example on its pages is a provider of higher education enrollment solutions.Trail of Bits describes review work for blockchain systems, covering smart contracts, nodes, and bridges. Trail of Bits describes security work on AI systems, from training data to deployed agent loops. Trail of Bits describes advising on the security challenges that come with advancing health research infrastructure.
Last verified
September 27, 2026October 19, 2026

Where they overlap

  • Credo AI and Trail of Bits are both filed under AI model and agent security.

Where they differ, field by field

  • Credo AI's primary category is AI governance; Trail of Bits's is Security consulting and advisory.
  • Trail of Bits is also filed under Static application security testing and Software supply chain security.
  • Credo AI lists AI Governance Platform, AI Registry, Policy Packs and Model Trust Scores. Trail of Bits lists Application Security, Blockchain and Cryptography.
  • Credo AI is headquartered in San Francisco, United States.
  • Credo AI was founded in 2020.
  • Credo AI is privately held.

What it sells: Credo AI

What AI Registry does[4][11][13][14]
AI Registry provides a centralized source of truth for tracking AI/ML products in development or uses across the enterprise. AI Registry can be used to map all Gen AI projects and track ownership. Credo AI's platform automatically evaluates metadata about use cases to identify and suggest potential risks and business impacts.
What Policy Packs does[1][4][8][15]
Credo AI's Policy Packs standardize governance requirements for AI. Pre-built policy packs cover EU AI Act, NIST AI RMF, ISO 42001 and SOC 2, with automated governance workflows and audit-ready evidence. Customers can apply Credo AI Policy Packs to vendor solutions to set specific requirements.
What Model Trust Scores does[16]
Credo AI developed Model Trust Scores to address the challenge of AI model selection. Model Trust Scores help enterprises establish which foundation models meet their non-negotiable requirements, such as security and infrastructure compatibility, and contextualize complex evaluations into use-case specific insights.

What it sells: Trail of Bits

What Blockchain does[1][2][3]
Trail of Bits reviews every layer of a blockchain system, from smart contracts to nodes and bridges, backed by Slither, Echidna, and Medusa. Trail of Bits maintains Slither, Echidna, and Manticore alongside the Building Secure Contracts guide.
What Cryptography does[1][2][3]
Trail of Bits employs PhD-level cryptographers who build and break real protocols, from zero-knowledge proofs and MPC to post-quantum migrations. Trail of Bits pulls cryptographers, compiler people, and systems engineers onto the same review.

Questions about Credo AI and Trail of Bits

What do Credo AI and Trail of Bits sell?
Credo AI sells AI Governance Platform, AI Registry, Policy Packs and Model Trust Scores. Trail of Bits sells Application Security, Blockchain and Cryptography.
Are Credo AI and Trail of Bits in the same category?
They share AI model and agent security. Credo AI's primary category is AI governance and Trail of Bits's is Security consulting and advisory.
Where are Credo AI and Trail of Bits headquartered?
Credo AI is headquartered in San Francisco, United States.
When were Credo AI and Trail of Bits founded?
Credo AI was founded in 2020.
Who owns Credo AI and Trail of Bits?
Credo AI is privately held.
Who are Credo AI and Trail of Bits sold to?
From its own pages, Credo AI sells mainly to enterprises deploying agents, models and applications that need to govern them. Trail of Bits describes review work for blockchain systems, covering smart contracts, nodes, and bridges.
What have Credo AI and Trail of Bits announced recently?
April 28, 2026: Credo AI announced that it has joined a partner program.

About Credo AI

Credo AI sells a platform that helps enterprises discover their AI, enforce policy and manage AI risk across every agent, application, model and AI vendor. Credo AI says its platform is powered by a Knowledge Graph that fuses global regulatory intelligence with business context, and that forward-deployed experts back it.[1]

Credo AI says enterprises are deploying agents, models and applications at unprecedented speed. Credo AI says agents now act autonomously, in milliseconds, thousands of times an hour. Credo AI says governance is still manual, fragmented and stuck in spreadsheets.[1]

Credo AI's platform discovers and catalogs every AI system, agent, vendor and model, and gives visibility into shadow AI. Credo AI's platform includes a purpose-built agentic risk and control library for tool misuse, scope drift and inter-agent risk. Credo AI's platform connects to observability and monitoring tools for continuous monitoring, drift detection and real-time alerts. Credo AI's platform turns policy into code with pre-built policy packs, automated workflows and audit-ready evidence. Credo AI describes its platform as discovering, assessing, governing, monitoring and reporting on every AI agent, model and application across an enterprise. Credo AI offers model-level, application-level and agent-level governance in one platform. Credo AI says customers can start with what they need and expand as AI adoption grows.[1][15]

GAIA (Govern AI Assistant) is generally available in the Credo AI platform. Credo AI's governance AI agents retrieve evidence, assess risk, generate governance plans and remediate incidents, with human oversight for critical decisions. Credo AI's platform evaluates agent traces continuously to detect policy violations, drift and unsafe behavior, with human-in-the-loop escalation.[1]

Credo AI offers ready-to-deploy policy packs for EU AI Act, NIST AI RMF, ISO 42001, and beyond. Credo AI's pre-built policy packs cover EU AI Act, NIST AI RMF, ISO 42001 and SOC 2, with automated governance workflows and audit-ready evidence. Credo AI says its policy packs are written by the team in the room where AI governance standards are made, naming ISO, NIST, the EU Parliament, NATO and OECD. Credo AI says its Knowledge Graph is fused with business context from 300+ integrations and forward-deployed governance experts.[1]

Credo AI's Vendor Portal streamlines the collection of AI risk-specific evidence from vendors. Customers can track third-party AI systems in a centralized registry and apply Credo AI Policy Packs to set specific requirements. Vendors receive an email with a link and login to the vendor portal, and vendors are responsible for proving that their system meets the policy pack requirements. Customers can evaluate an HR tool's compliance with New York City Local Law 144 (LL-144) by registering the tool in Credo AI's platform. Evidence provided by vendors is captured in Credo AI's platform, and customers can use it to generate reports, dashboards and other artifacts.[8]

The Insight Hub maps all 166 regulations to a unified library of 80 risks and 116 controls. Credo AI says full access to the Hub is free, and that its AI Governance Experts update the Hub continuously. Credo AI's platform automatically records every decision made during the governance process, creating a paper trail that customers can use to audit their internal governance processes.[9][10]

Credo AI says its platform is adopted by Mastercard, Booz Allen, and early Fortune 500 pioneers. Credo AI says it has expanded to 30+ enterprise partners including Microsoft, IBM, Databricks. Mastercard says features like AI Registry and Vendor Registry have allowed it to maintain control of all AI use cases. One customer quoted by Credo AI says the platform accelerated its ability to comply with the EU AI Act by at least 10x the speed of doing it manually.[1][9][11][12][13][14][16]

Credo AI on the record

Sources

Credo AI full record

  1. [1]Credo AI - The Trusted Leader in AI GovernanceCredo AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]Credo ai closes 12 8 million series a funding round led by sands capital 301548311Credo AI via PR Newswire · prnewswire.com · published May 17, 2022 · Tier A
  3. [3]Credo artificial intelligence governanceAxios · axios.com · published October 19, 2021 · Tier B
  4. [4]Credo AI - The Leader in Responsible AI - ProductCredo AI · undated page, accessed October 24, 2026 · Tier A
  5. [5]G42 Joins Forces with Credo AI To Advance Responsible AI Adoption Across Global SouthBusiness Wire · published February 20, 2026 · Tier A
  6. [6]Credo AI Advances AI Governance in Healthcare Through Coalition for Health AI (CHAI) PartnershipBusiness Wire · published April 28, 2026 · Tier A
  7. [7]Credo AI Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 24, 2026 · Tier C
  8. [8]Credo AI - Vendor ComplianceCredo AI · undated page, accessed November 4, 2026 · Tier A
  9. [9]AI Governance Insights Hub | Credo AICredo AI · undated page, accessed November 4, 2026 · Tier A
  10. [10]Credo AI - Create Artifacts for AuditCredo AI · undated page, accessed November 4, 2026 · Tier A
  11. [11]Customers - The Leaders of AI Governance | Credo AICredo AI · undated page, accessed November 4, 2026 · Tier A
  12. [12]Credo AI - Regulations and StandardsCredo AI · undated page, accessed November 4, 2026 · Tier A
  13. [13]Credo AI - AI AdoptionCredo AI · undated page, accessed November 4, 2026 · Tier A
  14. [14]Credo AI - Gen AICredo AI · undated page, accessed November 4, 2026 · Tier A
  15. [15]Credo AI - Risk ManagementCredo AI · undated page, accessed November 4, 2026 · Tier A
  16. [16]Model Trust Scores: Evaluating AI Models with Credo AICredo AI · undated page, accessed November 4, 2026 · Tier A

Trail of Bits full record

  1. [1]trailofbits.comTrail of Bits · trailofbits.com · undated page, accessed October 19, 2026 · Tier A
  2. [2]About · Trail of BitsTrail of Bits · undated page, accessed November 10, 2026 · Tier A
  3. [3]Services · Trail of BitsTrail of Bits · undated page, accessed November 10, 2026 · Tier A
  4. [4]Ruby Security Field Guide — Guide · Trail of BitsTrail of Bits · undated page, accessed November 10, 2026 · Tier A
  5. [5]Offchain Security Council Rotation · Trail of BitsTrail of Bits · undated page, accessed November 10, 2026 · Tier A

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